Βιβλιοθήκη ΟΠΑ - Ψηφιακό Αποθετήριο

ΠΥΞΙΔΑ Ιδρυματικό Αποθετήριο
και Ψηφιακή Βιβλιοθήκη

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Συλλογές :	Ιδρυματικό Αποθετήριο ΟΠΑ / AUEB Institutional Repository Σχολή Επιστημών και Τεχνολογίας της Πληροφορίας / School of Informatics Τμήμα Στατιστικής / Department of Statistics Μεταπτυχιακές Εργασίες / Postgraduate dissertations

Τίτλος :	Robust technics

Δημιουργός :	Μπέλλος, Ελευθέριος

Τύπος :	Text

Φυσική περιγραφή :	30 p.

Γλώσσα :	en

Περίληψη :	In this thesis, which count on an overview of robust methods in medical research by Farcomeni and Ventura (2010),  we review and outline how robust inferential procedures may routinely be applied in practice in the biomedical research. Numerical illustrations are given for the regression models, logistic regression, showing that robust methods are often more appropriate than standard procedures. In chapter 2 we are going to give a short description for every method for this thesis and in chapter 3 datasets will be described. Moreover, in chapter 4 commands and libraries will be illustrated and follows the analysis in chapter 5 and the conclusion in chapter 6.

Περίληψη :

In this thesis, which count on an overview of robust methods in medical research by Farcomeni and Ventura (2010),  we review and outline how robust inferential procedures may routinely be applied in practice in the biomedical research. Numerical illustrations are given for the regression models, logistic regression, showing that robust methods are often more appropriate than standard procedures. In chapter 2 we are going to give a short description for every method for this thesis and in chapter 3 datasets will be described. Moreover, in chapter 4 commands and libraries will be illustrated and follows the analysis in chapter 5 and the conclusion in chapter 6.

Λέξη κλειδί :	Influence function Likelihood methods Logistic regression M-estimation robust

Ημερομηνία έκδοσης :	23-05-2017

Άδεια χρήσης :

Αρχείο: Bellos_2017.pdf

Τύπος: application/pdf

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